Table of Contents

• EFECTIW-ROTER: Deep Reinforcement Learning Approach for Solving Heterogeneous Fleet and Demand Vehicle Routing Problem With Time-Window ConstraintsArash Mozhdehi, Mahdi Mohammadizadeh, Yunli Wang, Sun Sun 0002, Xin Wang 0004. 17-28 [doi]
• Protecting Vehicle Location Privacy with Contextually-Driven Synthetic Location GenerationSourabh Yadav, Chenyang Yu, Xinpeng Xie, Yan Huang 0002, Chenxi Qiu. 29-41 [doi]
• Enhancing Spatio-temporal Quantile Forecasting with Curriculum Learning: Lessons LearnedDu Yin, Jinliang Deng, Shuang Ao, Zechen Li, Hao Xue 0001, Arian Prabowo, Renhe Jiang, Xuan Song 0001, Flora D. Salim. 42-53 [doi]
• Critical Features Tracking on Triangulated Irregular Networks by a Scale-Space MethodHaoan Feng, Yunting Song, Leila De Floriani. 54-66 [doi]
• Urban Mobility Assessment Using LLMsPrabin Bhandari, Antonios Anastasopoulos, Dieter Pfoser. 67-79 [doi]
• Revisiting the Bus Stop Problem in Road NetworksClaudius Proissl, Daniel Koch. 80-90 [doi]
• Augmentation Techniques for Balancing Spatial Datasets in Machine and Deep Learning ApplicationsAlberto Belussi, Diego Garofolo, Sara Migliorini. 91-101 [doi]
• Discretized Random Walk Models for Efficient Movement InterpolationKevin Buchin, Mart Hagedoorn, Alexander Korn. 102-112 [doi]
• Prompt Mining for Language Models-based Mobility Flow ForecastingHao Xue 0001, Tianye Tang, Ali Payani, Flora D. Salim. 113-122 [doi]
• Privacy Preserved Taxi Demand Prediction System for Distributed DataRen Ozeki, Haruki Yonekura, Hamada Rizk, Hirozumi Yamaguchi. 123-134 [doi]
• Towards Unifying Diffusion Models for Probabilistic Spatio-Temporal Graph LearningJunfeng Hu 0001, Xu Liu 0014, Zhencheng Fan, Yuxuan Liang, Roger Zimmermann. 135-146 [doi]
• Enhancing Dependency Dynamics in Traffic Flow Forecasting via Graph Risk BootstrapQiang Gao, Zizheng Wang, Li Huang 0002, Goce Trajcevski, Kunpeng Zhang, Xueqin Chen 0002. 147-159 [doi]
• SAUC: Sparsity-Aware Uncertainty Calibration for Spatiotemporal Prediction with Graph Neural NetworksDingyi Zhuang, Yuheng Bu, Guang Wang, Shenhao Wang, Jinhua Zhao. 160-172 [doi]
• Deep Reinforcement Learning for Multi-Period Facility Location pk-median Dynamic Location ProblemChanghao Miao, Yuntian Zhang, Tongyu Wu, Fang Deng, Chen Chen 0044. 173-183 [doi]
• ModeSense: Ubiquitous and Accurate Transportation Mode Detection using Serving Cell Tower InformationSherif Mostafa, Moustafa Youssef 0001, Khaled A. Harras. 184-195 [doi]
• Enhancing Graph Neural Networks in Large-scale Traffic Incident Analysis with Concurrency HypothesisXiwen Chen, Sayed Pedram Haeri Boroujeni, Xin Shu, Huayu Li, Abolfazl Razi. 196-207 [doi]
• Trajectory Anomaly Detection with Language ModelsJonathan Kabala Mbuya, Dieter Pfoser, Antonios Anastasopoulos. 208-219 [doi]
• Multilingual Vision-Language Pre-training for the Remote Sensing DomainJoão Daniel Silva, João Magalhães, Devis Tuia, Bruno Martins 0001. 220-232 [doi]
• DeepSoil: A Science-guided Framework for Generating High Precision Soil Moisture Maps by Reconciling Measurement Profiles Across In-situ and Remote Sensing DataPaahuni Khandelwal, Sangmi Lee Pallickara, Shrideep Pallickara. 233-246 [doi]
• WildGraph: Realistic Long-Horizon Trajectory Generation with Limited Sample SizeAli Al-Lawati, Elsayed Eshra, Prasenjit Mitra. 247-258 [doi]
• Adversarial Reconstruction of Trajectories: Privacy Risks and Attack Models in Trajectory EmbeddingHaochen Han, Shuaiyu Yang, Jiaxin Ding, Luoyi Fu, Xinbing Wang, Chenghu Zhou. 259-269 [doi]
• M3 LUC: Multi-modal Model for Urban Land-Use ClassificationSibo Li, Xin Zhang, Yuming Lin, Yong Li 0008. 270-281 [doi]
• CMAD: Advancing Understanding of Geospatial Clusters of Anomalous Melt Events in Sea Ice ExtentMaloy Kumar Devnath, Sudip Chakraborty, Vandana P. Janeja. 282-292 [doi]
• GraphParcelNet: Predicting Parcel-Level Imperviousness from Geospatial Vector Data using Graph Neural NetworksLapone Techapinyawat, Wenlu Wang, Mehrube Mehrübeoglu, Hua Zhang. 293-303 [doi]
• A Framework for Automated Junction MonitoringRodrigo Sasse David, Kristian Torp, Mahmoud Attia Sakr, Esteban Zimányi. 304-313 [doi]
• Calculating Upstream Relation in Spatial Networks Under Path ConstraintsWejdene Mansour, Martin Werner 0001. 314-324 [doi]
• Beauty or Beast: Human Behavioral Insights and Learning Power of Federated Mobility PredictionJoão Paulo Esper, Aline Carneiro Viana, Jussara M. Almeida. 325-337 [doi]
• SARN: Structurally-Aware Recurrent Network for Spatio-Temporal DisaggregationBin Han, Bill Howe. 338-349 [doi]
• Transferable Unsupervised Outlier Detection Framework for Human Semantic TrajectoriesZheng Zhang, Hossein Amiri, Dazhou Yu, Yuntong Hu, Liang Zhao, Andreas Züfle. 350-360 [doi]
• TrajGPT: Controlled Synthetic Trajectory Generation Using a Multitask Transformer-Based Spatiotemporal ModelShang-Ling Hsu, Emmanuel Tung, John Krumm, Cyrus Shahabi, Khurram Shafique. 362-371 [doi]
• Towards Kriging-informed Conditional Diffusion for Regional Sea-Level Data Downscaling: A Summary of ResultsSubhankar Ghosh, Arun Sharma, Jayant Gupta, Aneesh Subramanian, Shashi Shekhar. 372-383 [doi]
• Harnessing LLMs for Cross-City OD Flow PredictionChenyang Yu, Xinpeng Xie, Yan Huang 0002, Chenxi Qiu. 384-395 [doi]
• Regional Features Conditioned Diffusion Models for 5G Network Traffic GenerationXiaoqian Qi, Haoye Chai, Li Yu, Yong Li 0008, Zhaocheng Wang 0001. 396-409 [doi]
• Adaptive Dispatching of Mobile Charging Stations using Multi-Agent Graph Convolutional Cooperative-Competitive Reinforcement LearningShimon Wonsak, Nils Henke, Mohammad al-Rifai, Michael Nolting, Wolfgang Nejdl. 410-420 [doi]
• Multi-Entry Generalized Search Trees for Indexing TrajectoriesMaxime Schoemans, Walid G. Aref, Esteban Zimányi, Mahmoud Attia Sakr. 421-431 [doi]
• Learning to Estimate Package Delivery Time in Mixed Imbalanced Delivery and Pickup Logistics ServicesJinhui Yi, Huan Yan, Haotian Wang, Jian Yuan, Yong Li 0008. 432-443 [doi]
• Mapping Passenger Trajectories to Train Schedules - industrial paperLorenzo Padoan, Francesco Silvestri 0001, Bruno Zamengo. 444-453 [doi]
• Accurate Customer Address Matching via Weak Supervision for Geocode LearningArpan Paul, Saket Maheshwary, Saurabh Sohoney. 454-464 [doi]
• SRL: Towards a General-Purpose Framework for Spatial Representation LearningGengchen Mai, Xiaobai Yao, Yiqun Xie, Jinmeng Rao, Hao Li 0019, Qing Zhu, Ziyuan Li, Ni Lao. 465-468 [doi]
• Beyond the Commute: Unlocking the Potential of Electric Vehicles as Future Energy Storage Solutions (Vision Paper)Muhammad Aamir Cheema, Hao Wang, Wei Wang 0011, Adel Nadjaran Toosi, Egemen Tanin, Jianzhong Qi 0001, Hanan Samet. 469-472 [doi]
• Vision: Leveraging Low Earth Orbit Satellites for Future Ubiquitous PositioningSherif Mostafa, Mahmoud Elsanhoury, Jaakko Yliaho, Janne Koljonen, Heidi Kuusniemi, Mohammed Elmusrati 0001, Khaled A. Harras, Moustafa Youssef 0001. 473-476 [doi]
• A Geospatial Perspective on Data Ownership, the Right to be Forgotten, Copyrights, and Plagiarism in Generative AIYaron Kanza, Balachander Krishnamurthy, Divesh Srivastava. 477-480 [doi]
• A spatio-temporal matrix representation for trajectory classificationIoannis Kontopoulos, Iraklis Varlamis, Antonios Makris, Konstantinos Tserpes. 481-484 [doi]
• Context-aware Conversational Map Search with LLMChiqun Zhang, Anirudh Sriram, Kuo-Han Hung, Renzhong Wang, Dragomir Yankov. 485-488 [doi]
• Customizable Routing with Learnings from Past RecommendationsKuo-Han Hung, Chiqun Zhang, Dragomir Yankov. 489-492 [doi]
• An Integrated Approach to Multi-Agent Scheduling with Bounded ObjectivesFandel Lin, Han Zhang, T. K. Satish Kumar, Craig A. Knoblock. 493-496 [doi]
• Safety-Aware Route Navigation: Driving with Less Sun GlareAvik Das, Nicole R. Schneider, Hanan Samet. 497-500 [doi]
• Metric Reasoning in Large Language ModelsKent O'Sullivan, Nicole R. Schneider, Hanan Samet. 501-504 [doi]
• Graph-based Spatial Pattern Matching: A Theoretical ComparisonNicole R. Schneider, Kent O'Sullivan, Hanan Samet. 505-508 [doi]
• MiST: Enhancing Traffic Predictions with a Mixing Spatio-temporal Neural NetworkZhixiang He, Mengzan Gong, Jia-Dong Zhang, Xiliang Liu, Chi-Yin Chow, Ning Li, Xiaoli Sun. 509-512 [doi]
• Exploring User Preferences on Geographical Factors for Personalized POI SearchShang Liu, Gao Cong, Kaiqi Zhao 0001. 513-516 [doi]
• Proactive Route Planning for Electric VehiclesSaeed Nasehi, Farhana Murtaza Choudhury, Egemen Tanin. 517-520 [doi]
• DisasterNeedFinder: A Framework for Understanding the Information Needs in the Noto EarthquakeKota Tsubouchi, Shuji Yamaguchi, Keijirou Saitou, Akihisa Soemori, Masato Morita, Shigeki Asou. 521-524 [doi]
• Congestion Forecast for Trains with Railroad-Graph-based Semi-Supervised Learning using Sparse Passenger ReportsSoto Anno, Kota Tsubouchi, Masamichi Shimosaka. 525-528 [doi]
• Are Crowded Events Forecastable from Promotional Announcements with Large Language Models?Soto Anno, Dario Tenore, Kota Tsubouchi, Masamichi Shimosaka. 529-532 [doi]
• A Multi-modal Geospatial Encoding Network for Chinese Address MatchingXuezhang Li, Xulin Wang, Pan Wang, Mengxi Liu. 533-536 [doi]
• Road Networks Matching Supercharged With EmbeddingsHari Krishna Gadi, Lu Liu, Liqiu Meng. 537-540 [doi]
• On the use of open source tools for land use and land cover change monitoringAske Schytt Meineche, Viktor Due Pedersen, Maria Astefanoaei. 541-544 [doi]
• Collision-Risk-Aware Ship RoutingPatrik Thomas Michalski, Niko Preuß, Matthias Renz, Andreas Tritsarolis, Yannis Theodoridis, Nikos Pelekis. 545-548 [doi]
• Spatially Adaptive Convolutional Networks with Coordinate-Conditioned LayersHeather Baier, Daniel M. Runfola. 549-552 [doi]
• Large-scale Urban Facility Location Selection with Knowledge-informed Reinforcement LearningHongyuan Su, Yu Zheng, Jingtao Ding, Depeng Jin, Yong Li 0008. 553-556 [doi]
• From Geolocated Images to Urban Region Identification and Description: a Large Language Model ApproachGuido Rocchietti, Chiara Pugliese, Gabriel Sartori Rangel, Jonata Tyska Carvalho. 557-560 [doi]
• On Splitting Raw TrajectoriesAreeg Mostafa, Mohamed F. Mokbel, Ana Elena Uribe. 561-564 [doi]
• GFM4MPM: Towards Geospatial Foundation Models for Mineral Prospectivity MappingAngel Daruna, Vasily Zadorozhnyy, Georgina Lukoczki, Han-Pang Chiu. 565-568 [doi]
• T-JEPA: A Joint-Embedding Predictive Architecture for Trajectory Similarity ComputationLihuan Li, Hao Xue 0001, Yang Song 0001, Flora D. Salim. 569-572 [doi]
• Explainable Hierarchical Urban Representation Learning for Commuting Flow PredictionMingfei Cai, Yanbo Pang, Yoshihide Sekimoto. 573-576 [doi]
• Additive Compositionality in Urban Area Embeddings Based on Human Mobility PatternsNaoki Tamura, Haru Terashima, Kazuyuki Shoji, Shin Katayama, Kenta Urano, Takuro Yonezawa, Nobuo Kawaguchi. 577-580 [doi]
• Comparing Spatial-Temporal Knowledge Graph on Spatial Downstream TasksMartin Böckling, Heiko Paulheim, Sarah Detzler. 581-584 [doi]
• Quantifying Geospatial in the Common Crawl CorpusIlya Ilyankou, Meihui Wang, Stefano Cavazzi, James Haworth. 585-588 [doi]
• Query Compilation based Distributed Morsel-driven Parallel Spatial Query ProcessingRahul Sahni, Xiaozheng Zhang 0005, Sudip Chatterjee, Suprio Ray. 589-592 [doi]
• Address De-duplication using Iterative k-Core Graph DecompositionSriganesh Balamurugan, Vaasudev Narayanan, Saurabh Sohoney. 593-596 [doi]
• OReole-FM: successes and challenges toward billion-parameter foundation models for high-resolution satellite imageryPhilipe A. Dias, Aristeidis Tsaris, Jordan Bowman, Abhishek Potnis, Jacob Arndt, Hsiuhan Lexie Yang, Dalton D. Lunga. 597-600 [doi]
• Towards Zero-Shot Annotation of the Built Environment with Vision-Language ModelsBin Han, Yiwei Yang 0009, Anat Caspi, Bill Howe. 601-604 [doi]
• Bond-Aware Moving Clusters of Atomic Trajectories with Relaxed PersistencyAbdullah Shamail, Md Hasan Anowar, Goce Trajcevski, Ashfaq Khokhar 0001, Sohail Murad, Cynthia J. Jameson. 605-608 [doi]
• Imitate the Right Data: City-wide Mobility Generation with Graph LearningJiaman Wu, Shangqing Cao, Giuseppe Perona, Marta C. González. 609-612 [doi]
• Routing As a Relevance SystemDragomir Yankov, Antonios Karatzoglou, Chiqun Zhang, Mike Evans, Oussama Dhifallah, Florin Sabau, Maryam Mousaarab Najafabadi, Goran Predovic. 613-616 [doi]
• Improving Network Robustness via Cellular Infrastructure Sharing: An Empirical Study of Infrastructure Failure with All Cellular Operators in a CityZhihan Fang, Guang Yang, Wenjun Lyu, Zhiqing Hong, Shuxin Zhong, Weijian Zuo, Yu Yang 0010, Guang Wang 0001, Desheng Zhang. 617-620 [doi]
• Unveiling Human Attributes through Life Pattern Clustering using GPS Data OnlyKazuyuki Shoji, Haru Terashima, Nobuo Kawaguchi, Shin Katayama, Kenta Urano, Takuro Yonezawa, Naoki Tamura. 621-624 [doi]
• PILOT: Piloting the last 100 yardsHanan Samet, Addison Hanrattie. 625-628 [doi]
• MobGLM: A Large Language Model for Synthetic Human Mobility GenerationKunyi Zhang, Yanbo Pang, Yurong Zhang, Yoshihide Sekimoto. 629-632 [doi]
• A metrological analysis of a modular and iterative aggregation algorithm of GNSS trajectoriesMarie-Dominique Van Damme, Yann Méneroux, Ana-Maria Olteanu Raimond. 633-636 [doi]
• Building an Extensible Data Ecosystem for Solar Magnetic Polarity Inversion LinesNick Murphy, Ziba Khani, Berkay Aydin. 637-640 [doi]
• Creating Moving Regions from Satellite Scan DataFlorian Heinz. 641-644 [doi]
• Pyneapple-L: Scalable Expressive Learning-based Spatial AnalysisYongyi Liu, Nicolas Lee, Yunfan Kang, Mohammad Reza Shahneh, Ahmed Mahmood, Vishal Rohith Chinnam, Aparna Vivek Sarawadekar, Samet Oymak, Ibrahim Sabek, Amr Magdy 0001. 645-648 [doi]
• From Data to Decisions: Streamlining Geospatial Operations with Multimodal GlobeFlowGPTDanil Kononykhin, Mikhail Mozikov, Kirill Mishtal, Pavel Kuznetsov, Dmitrii Abramov, Nazar Sotiriadi, Yury Maximov, Andrey V. Savchenko, Ilya Makarov. 649-652 [doi]
• The Patterns of Life Human Mobility SimulationHossein Amiri, Will Kohn, Shiyang Ruan, Joon-Seok Kim 0001, Hamdi Kavak, Andrew T. Crooks, Dieter Pfoser, Carola Wenk, Andreas Züfle. 653-656 [doi]
• Detecting and Visualizing Bond-Forming Convoys in Atomic and Molecular TrajectoriesMd Hasan Anowar, Abdullah Shamail, Ayden J. Albertsen, Benjamin Hall, Timothy J. Thielen, Benjamin Riemersma, Goce Trajcevski. 657-660 [doi]
• Simulating Diffraction by Ray Tracing for Modeling 5G NetworksKrystian Czapiga, Serkan Isci, Muhammad Affan Javed, Yaron Kanza, Velin Kounev, Gopal Meempat. 661-664 [doi]
• FleetWiz: An Intelligent Platform for Spatio-Temporal Multi-Resource Truckload Fleet DispatchingSaeid Kalantari, Yunli Wang, Sun Sun 0002, Xin Wang 0004. 665-668 [doi]
• ACCEPT: A Context-Sensitive, Configurable, and Extensible Prediction Tool using Grid-based Data Processing and Neural Networks in Geospatial Decision SupportTeng-Yuan Tsou, Shih-Yu Lai, Hsuan-Ching Chen, Jung-Tsang Yeh, Pei-Xuan Li, Tzu-Chang Lee, Hsun-Ping Hsieh. 669-672 [doi]
• StopTracker: Real-time Monitoring of Visitor Stops and Preferences Using UWB Trajectory StreamsFatima Hachem, Venkata Sudheer Siddabattula, Davide Vecchia, Gian Pietro Picco, Maria Luisa Damiani. 673-676 [doi]
• Walking in the Shade: Shadow-oriented Navigation for PedestriansYu Feng 0006, Puzhen Zhang, Jiaying Xue, Zhaiyu Chen, Liqiu Meng. 677-680 [doi]
• An Infectious Disease Spread Simulation to Control Data BiasRuochen Kong, Taylor Anderson 0001, David J. Heslop, Andreas Züfle. 681-684 [doi]
• Interactive Assessment of Variances of High-Resolution Model Features in Digital Twin SimulationsChhaya Kulkarni, Nikki Privé, Vandana P. Janeja. 685-688 [doi]
• GreenSpot: Improving Public Transport with GIS-Based AR and Cluster-GCN RecommendationShih-Yu Lai, Tzu-Hsin Hsieh, Sing-Kai Ling, Pei-Chi Tsai, Chao-Chun Kung, Hsun-Ping Hsieh. 689-692 [doi]
• CC-GPX: Extracting High-Quality Annotated Geospatial Data from Common CrawlIlya Ilyankou, Meihui Wang, Stefano Cavazzi, James Haworth. 693-696 [doi]
• Dockless Electric Scooters Worldwide: Methods and AnalysisHassan Ali Khan, Muhammad Shahzad 0001, Guoliang Jin. 697-700 [doi]
• GUI: A Comprehensive Dataset of Global Urban Infrastructure Based on Geospatial Visual Foundation ModelsZhenYu Han, Xin Zhang, Yanxin Xi, Yan Luo, Tong Xia, Yong Li 0008. 701-704 [doi]
• Data and Resources for Combining Point of Interest Semantics, Locations, and Road NetworksJoseph Zuber, Xu Teng, Andreas Züfle, Goce Trajcevski. 705-708 [doi]
• Towards Scalable and Expressive Spatial Grouping QueriesYongyi Liu, Amr Magdy 0001. 709-710 [doi]
• Enhanced Road Damage Detection with Federated Learning Across Diverse and Heterogeneous Global DatasetsShubham Kumar Dwivedi, Deeksha Arya, Yoshihide Sekimoto. 711-712 [doi]
• ChatGPT for Intelligent Spatial Analysis Workflow ConstructionYing Nie, Song Gao 0001. 713-714 [doi]
• Automating Geospatial Analysis Workflows Using ChatGPT-4Qianheng Zhang, Song Gao. 715-716 [doi]
• HydroNet: A Spatio-temporal Graph Neural Network for Modeling Hydraulic Dependencies in Urban Wastewater SystemsQiming Guo, Wenlu Wang. 717-718 [doi]
• Enhancing Trust in Localization Systems: An XAI ApproachMuhammad ElMahdy, Mubarak G. Abdu-Aguye, Hamada Rizk, Moustafa Youssef 0001. 719-720 [doi]
• SimDeep: An Efficient Federated Learning Indoor Localization System with Similarity Aggregation StrategyAhmed Jaheen, Sarah Elsamanody, Hamada Rizk, Moustafa Youssef 0001. 721-722 [doi]
• LocaLingua: Leveraging Language Models for Cross-Building WiFi MappingAhmed Hesham, Eman Samir, Hamada Rizk, Moustafa Youssef 0001. 723-724 [doi]
• Large-Scale Optimization of Electric Vehicle Charging InfrastructureChuan Li, Shunyu Zhao, Vincent Gauthier, Hassine Moungla. 725-728 [doi]
• Optimal Location of Electric Vehicle Charging Stations Using Geospatial Big DataZhihang Liu, Mei-Po Kwan, Jinlin Wu. 729-732 [doi]
• Optimizing the locations of electric vehicle charging stations in Georgia, USAZixin Feng, Xinyan Xian, Yahya Gamal, Qunshan Zhao, Alison J. Heppenstall. 733-736 [doi]
• Optimal Deployment of Electric Vehicles Charging Network Using Point Clustering and Ray CastingVictoria Weijia Zhang. 737-740 [doi]
• A Hierarchical Voronoi Approach to Deploying New Charging Stations in an Existing NetworkFandel Lin, Craig A. Knoblock, Binh Vu. 741-744 [doi]